Papers related to "Temporal Recommendation on Graphs via Long-and Short-term Preference Fusion'"

[Kazunari SUGIYAMA]

Dear all

The paper Xiangnan presented today addresses
graph and session for recommendation. This is
related to the following papers:

(1) Graph
Sangkeun Lee, Sang-il Song, Minsuk Kahng,
Dongjoo Lee, Sang-goo Lee:
"Random walk based entity ranking on graph for
multidimensional recommendation" (RecSys'11)

http://dl.acm.org/citation.cfm?id=2043952&CFID=386145223&CFTOKEN=58486933

The authors introduce the concept of "flexibility"
into recommendation.


(2) Session
Alexander Kotov, Paul N. Bennett, Ryen W. White,
Susan T. Dumais, and Jaime Teevan:
"Modeling and analysis of cross-session search task"
(SIGIR'11)

http://dl.acm.org/citation.cfm?id=2009922&CFID=386145223&CFTOKEN=58486933

The search strategy (cross-session search) that the authors
focus on is interesting.


For these two papers, I wrote review articles that summarizes
some good points and problems. You can also read them from
the following URLs:.


- Review article for (1)
http://www.comp.nus.edu.sg/~sugiyama/papers/2012-Apr17-PrintedReview.pdf


- Review article for (2)
http://www.comp.nus.edu.sg/~sugiyama/papers/2012-Feb23-PrintedReview.pdf


Please access the URLs above, if you are interested in them.


Best regards,
Kazunari Sugiyama

[Kazunari SUGIYAMA]

Dear all

The paper (1) cites the paper that Xiangnan presented,
"Temporal Recommendation on Graphs
via Long-and Short-term Preference Fusion'"

Just FYI!


Best regards,
Kazunari Sugiyama

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